AOe07 Variance-Covariance-Matrix

DOI

The Atmosphere and Ocean non-tidal De-aliasing Level-1B (AOD1B) product is widely used in satellite gravimetry to correct for transient effects of atmosphere-ocean mass variability that would otherwise alias into monthly-mean global gravity fields. The most recent release is based on the global ERA5 reanalysis and ECMWF operational data together with simulations from the general ocean circulation model MPIOM consistently forced with fields of the same atmospheric data-set.

As background models are inevitably imperfect, residual errors due to aliasing remain. Accounting for the uncertainties of the background model data has, however, proven to be a useful approach to mitigate the impact of residual aliasing. In light of the changes made in the new release of AOD1B, previous uncertainty assessments are deemed too pessimistic and have been revised in the new time-series of true errors: AOe07.

One possible way to include the uncertainty information of background models in gravity field estimation or simulation studies is through the computation and application of a variance-covariance matrix that describes the spatio-temporal error characteristics of the background model. The AOe07 variance-covariance-matrix provides this information through (1) a fully populated matrix up to degree and order 40 as well as (2) a diagonal matrix up to degree and order 180.

Identifier
DOI https://doi.org/10.5880/nerograv.2023.004
Related Identifier https://doi.org/10.1175/JCLI-D-16-0758.1
Related Identifier https://doi.org/10.24381/cds.adbb2d47
Related Identifier https://doi.org/10.5880/GFZ.1.3.2022.003
Metadata Access http://doidb.wdc-terra.org/oaip/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:doidb.wdc-terra.org:7772
Provenance
Creator Shihora, Linus ORCID logo; Balidakis, Kyriakos ORCID logo; Dill, Robert (ORCID: 0000-0002-9596-267X); Dobslaw, Henryk ORCID logo
Publisher GFZ Data Services
Contributor Shihora, Linus
Publication Year 2023
Funding Reference European Space Agency http://doi.org/10.13039/501100000844 Crossref Funder ID 4000135530 GRACE-FO TPM; Deutsche Forschungsgemeinschaft http://doi.org/10.13039/501100001659 Crossref Funder ID DO 1311/4-2 NEROGRAV
Rights CC BY 4.0; http://creativecommons.org/licenses/by/4.0/
OpenAccess true
Contact Shihora, Linus (GFZ German Research Centre for Geosciences, Potsdam, Germany)
Representation
Resource Type Dataset
Discipline Geosciences
Spatial Coverage (-180.000W, -90.000S, 180.000E, 90.000N)